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Domain Adaptation
8656 directly classified papers
Papers per year
2003: 1
2004: 2
2006: 11
2007: 9
2008: 8
2009: 13
2010: 14
2011: 16
2012: 16
2013: 44
2014: 32
2015: 44
2016: 126
2017: 203
2018: 378
2019: 662
2020: 726
2021: 1006
2022: 964
2023: 1217
2024: 1326
2025: 1387
2026: 451
Papers
Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing?
EACL 2026
MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training
WACV 2026
PaRaChute: Pathology-Radiology Cross-Modal Fusion for Missing-Modality-Robust Survival Prediction
WACV 2026
Rethinking Open-world Prompt Tuning: A Systematic Framework for Evaluation and Optimization
AAAI 2026
Sun-E: Dataset and Benchmark for Event-Based Sun Sensing
WACV 2026
CORA: Consistency-Guided Semi-Supervised Framework for Reasoning Segmentation
WACV 2026
Root Completion from Intraoral Scans of Tooth Crowns using Diffusion with Patch Perturbation
WACV 2026
Test Time Adaptation Using Adaptive Quantile Recalibration
WACV 2026
Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding
WACV 2026
AGENet: Adaptive Edge-aware Geodesic Distance Learning for Few-Shot Medical Image Segmentation
WACV 2026
Exploring Cross-Lingual Voice Conversion Methods for Anonymizing Low-Resource Text-to-Speech
EACL 2026
Modality and Task Adaptation for Enhanced Zero-shot Composed Image Retrieval
AAAI 2026
Out of Style: RAG’s Fragility to Linguistic Variation
EACL 2026
BigTokDetect: A Clinically-Informed Vision–Language Modeling Framework for Detecting Pro-Bigorexia Videos on TikTok
EACL 2026
Coordinates from Context: Using LLMs to Ground Complex Location References
EACL 2026
CropAT: Leveraging Diffusion-Generated Target-Like Cropped Objects for Pseudo-Label Refinement in Domain-Adaptive Object Detection
WACV 2026
PAL: Personal Adaptive Learner
AAAI 2026
Wikatoni: An Agentic AI System for Energy Engineering Workflows
AAAI 2026
Knowledge Augmentation Enhances Token Classification for Recipe Understanding
EACL 2026
Which Works Best for Vietnamese? A Practical Study of Information Retrieval Methods across Domains
EACL 2026
Automated Unified Reasoning with Vision-Language Models for Multi-modal Burn Assessment
AAAI 2026
A Dialogue-Based Learning Analytics Framework for Collaborative Game-Based Learning
AAAI 2026
Multimodal Tabular Data Learning
AAAI 2026
Synthetic-to-Real Transfer Learning for League of Legends Minimap Object Detection (Student Abstract)
AAAI 2026
A Foundation Model for Brain MRI with Dynamic Modality Integration (Student Abstract)
AAAI 2026
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